دانلود کتاب پروژه های ML عملی با OpenCV

Welcome to “Hands-on ML Projects with OpenCV.” In today’s world, machine learning has become an essential tool for solving complex problems and making intelligent decisions. OpenCV, a popular computer vision library, combined with the power of Python, provides a robust platform for implementing machine learning algorithms in real-world applications. This book is designed to be a practical guide that takes you on a journey to explore the exciting field of machine learning using OpenCV. Whether you are a beginner or an experienced developer, this book will equip you with the knowledge and skills to leverage the capabilities of OpenCV for machine-learning tasks. Throughout this book, we will cover a wide range of topics, starting with the basics of machine learning and its applications in computer vision. We will dive into the fundamentals of OpenCV and Python, exploring key concepts and techniques that form the foundation of machine learning with OpenCV. You will learn how to preprocess and transform data, create and train machine learning models, and evaluate their performance. We will explore popular algorithms in neural networks which is CNN and see how they can be implemented using OpenCV. Moreover, we will delve into advanced topics, including deep learning, transfer learning, and model optimization. You will gain hands-on experience by working on real-world projects and datasets, enabling you to apply the concepts and techniques learned in practical scenarios. By the end of this book, you will have a strong understanding of machine learning principles and the ability to apply them using OpenCV and Python. You will be ready to tackle complex machine-learning tasks and contribute to cutting-edge applications in computer vision. We divided this book into 11 chapters. So, let’s embark on this exciting journey into the world of practical machine learning with OpenCV. Get ready to unlock the potential of machine learning and discover the endless possibilities it offers. Let’s dive in and explore the fascinating world of intelligent machines.